Title :
Digital video stabilization architecture for low cost devices
Author :
Auberger, Stéphane ; Miro, Carolina
Author_Institution :
Philips Appl. Technol., Paris, France
Abstract :
This paper presents a fast video stabilization algorithm that allows a very robust correction of both translational and rotational jitter, while keeping a very low-cost, low-power solution. A binary motion estimation is used in some key areas of the image to obtain a field of vectors, minimizing memory constraints. After a careful removal of the outlier motion vectors, the affine parameters that describe the global rotational and translational motion of the image are extracted. This motion is then properly filtered to retain only its intentional component. Performances of the algorithm and the complexity of a possible software solution in a realistic platform are evaluated.
Keywords :
image motion analysis; stability; video signal processing; binary motion estimation; digital video stabilization architecture; image motion analysis; low cost devices; rotational jitter; Cameras; Costs; Filtering; Jitter; Motion estimation; Performance evaluation; Robustness; Signal processing algorithms; Software algorithms; Software performance;
Conference_Titel :
Image and Signal Processing and Analysis, 2005. ISPA 2005. Proceedings of the 4th International Symposium on
Print_ISBN :
953-184-089-X
DOI :
10.1109/ISPA.2005.195458